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Average sampling theorem for the homogeneous random fields in a reproducing kernel subspace of mixed Lebesgue space.

Authors :
Wang, Suping
Song, Zhanjie
Source :
Communications in Statistics: Theory & Methods. 2022, Vol. 51 Issue 8, p2580-2589. 10p.
Publication Year :
2022

Abstract

In this paper, we mainly investigate the average sampling problem for the homogeneous random fields in a reproducing kernel subspace of mixed Lebesgue space. Based on the counterpart sampling result for the deterministic signals in the same space, a mean square convergence result for recovering the homogeneous random fields by the iterative reconstruction algorithm is obtained. [ABSTRACT FROM AUTHOR]

Subjects

Subjects :
*SAMPLING theorem

Details

Language :
English
ISSN :
03610926
Volume :
51
Issue :
8
Database :
Academic Search Index
Journal :
Communications in Statistics: Theory & Methods
Publication Type :
Academic Journal
Accession number :
155688820
Full Text :
https://doi.org/10.1080/03610926.2020.1777310